{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 164,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pywt\n",
    "import scipy.signal as sg\n",
    "import scipy.optimize as opt\n",
    "\n",
    "from scipy.signal import butter, filtfilt, find_peaks\n",
    "import heartpy as hp\n",
    "\n",
    "from pathlib import Path\n",
    "\n",
    "plt.rcParams['figure.figsize'] = (16, 6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [],
   "source": [
    "# От 1 до 22\n",
    "subject_no = 6\n",
    "trial_no = 5\n",
    "\n",
    "subject_no = f'00{subject_no}' if (subject_no < 10) else f'0{subject_no}'\n",
    "\n",
    "path_raw = Path.cwd() / 'MAUS' / 'Data' / 'Raw_data' / subject_no\n",
    "\n",
    "# list(path_raw.iterdir())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_ppg_finger_trial = pd.read_csv(path_raw / 'inf_ppg.csv')\n",
    "# df_ppg_finger_trial.head()\n",
    "ppg_example_finger = df_ppg_finger_trial[df_ppg_finger_trial.columns[trial_no-1]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def denoise_ppg(ppg_signal, wavelet='db2', level=2, threshold_factor=1.5):\n",
    "    \"\"\"\n",
    "    Фильтрация PPG-сигнала с помощью вейвлета Дебоши.\n",
    "    :param ppg_signal: Исходный PPG-сигнал (numpy array)\n",
    "    :param wavelet: Тип вейвлета (по умолчанию 'db4')\n",
    "    :param level: Уровень разложения вейвлета (по умолчанию 5)\n",
    "    :param threshold_factor: Коэффициент порога для удаления шумов\n",
    "    :return: Очищенный PPG-сигнал\n",
    "    \"\"\"\n",
    "    # Вейвлет-разложение\n",
    "    coeffs = pywt.wavedec(ppg_signal, wavelet, level=level)\n",
    "    # Вычисляем порог (адаптивный, на основе энергии коэффициентов)\n",
    "    sigma = np.median(np.abs(coeffs[-1])) / 0.6745\n",
    "    threshold = threshold_factor * sigma\n",
    "    # Применяем мягкое пороговое значение (удаляем шумовые пики)\n",
    "    coeffs_thresholded = [pywt.threshold(c, threshold, mode='soft') for c in coeffs]\n",
    "    # Обратное вейвлет-преобразование\n",
    "    denoised_signal = pywt.waverec(coeffs_thresholded, wavelet)\n",
    "    # Приводим размер к оригинальному (иногда waverec добавляет пару лишних точек)\n",
    "    denoised_signal = denoised_signal[:len(ppg_signal)]\n",
    "    \n",
    "    return denoised_signal\n",
    "\n",
    "\n",
    "def remove_parasitic_peak(ppg_signal, wavelet='db4', level=8):\n",
    "\n",
    "    coeffs = pywt.wavedec(ppg_signal, wavelet, level=level)\n",
    "\n",
    "    coeffs_filtered = [coeffs[0]]  # Оставляем только приближающие коэффициенты\n",
    "    for i in range(1, len(coeffs)):\n",
    "        coeffs_filtered.append(np.zeros_like(coeffs[i]))\n",
    "\n",
    "    cleaned_signal = pywt.waverec(coeffs_filtered, wavelet)\n",
    "    cleaned_signal = cleaned_signal[:len(ppg_signal)]\n",
    "\n",
    "    return cleaned_signal\n",
    "\n",
    "\n",
    "ppg_denoised = remove_parasitic_peak(ppg_example_finger)\n",
    "\n",
    "plt.figure(figsize=(16, 8))\n",
    "plt.subplot(211)\n",
    "plt.plot(ppg_example_finger[0:int(len(ppg_example_finger) / 256*25)])\n",
    "plt.plot(ppg_denoised[0:int(len(ppg_example_finger) / 256*25)])\n",
    "plt.subplot(212)\n",
    "plt.plot(ppg_example_finger - ppg_denoised)\n",
    "# plt.subplot(313)\n",
    "# plt.plot(ppg_denoised)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Нахождение H-(al)-F и L-(i)-F-(e) параметров и их отношение друг с другом. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Среднее отношение LF/HF: 0.231\n"
     ]
    }
   ],
   "source": [
    "def wavelet_cwt_analysis(ppg_signal, fs=256, wavelet='morl'):\n",
    "    # Определяем частоты в диапазоне 0.04–0.4 Гц\n",
    "    freqs = np.linspace(0.04, 0.4, 50)  # 50 частот\n",
    "    scales = pywt.frequency2scale(wavelet, freqs / fs)  # Конвертируем частоты в масштабы\n",
    "\n",
    "    num_windows = len(ppg_signal) // fs  # Количество окон\n",
    "    lf_power_list, hf_power_list = [], []\n",
    "\n",
    "    for i in range(num_windows):\n",
    "        window = ppg_signal[i * fs: (i + 1) * fs]  # Берём окно размером fs\n",
    "        coeffs, _ = pywt.cwt(window, scales, wavelet)  # CWT только для окна\n",
    "\n",
    "        # Вычисляем энергию LF и HF в этом окне\n",
    "        lf_idx = np.where((freqs >= 0.04) & (freqs <= 0.15))[0]\n",
    "        hf_idx = np.where((freqs >= 0.15) & (freqs <= 0.4))[0]\n",
    "\n",
    "        lf_power = np.sum(np.abs(coeffs[lf_idx, :]) ** 2)\n",
    "        hf_power = np.sum(np.abs(coeffs[hf_idx, :]) ** 2)\n",
    "\n",
    "        lf_power_list.append(lf_power)\n",
    "        hf_power_list.append(hf_power)\n",
    "\n",
    "    lf_power_arr = np.array(lf_power_list)\n",
    "    hf_power_arr = np.array(hf_power_list)\n",
    "    \n",
    "    # Отношение LF/HF\n",
    "    lf_hf_ratio = lf_power_arr / hf_power_arr\n",
    "    time_axis = np.arange(num_windows)  # Ось времени\n",
    "\n",
    "    return lf_hf_ratio, lf_power_arr, hf_power_arr, time_axis\n",
    "\n",
    "# === Пример использования ===\n",
    "fs = 256  # Частота дискретизации PPG\n",
    "lf_hf, lf_signal, hf_signal, time_axis = wavelet_cwt_analysis(ppg_denoised, fs)\n",
    "\n",
    "# === Визуализация ===\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# LF/HF отношение по времени\n",
    "plt.plot(time_axis, lf_hf, label=\"LF/HF\", marker=\"o\", linestyle=\"--\")\n",
    "plt.xlabel(\"Время (с)\")\n",
    "plt.ylabel(\"Отношение LF/HF\")\n",
    "plt.title(\"Динамика LF/HF по времени\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(f\"Среднее отношение LF/HF: {np.mean(lf_hf):.3f}\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Нахождение параметров вейвлетов (scale, amplitude) для HF и LF, аппроксимирующие частотные окна сигнала посредством преобразования Фурье  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [],
   "source": [
    "def morlet_spectrum(frequencies, f0, s, a):\n",
    "    return a * np.exp(-((frequencies - f0) ** 2) / (2 * (s ** 2)))\n",
    "\n",
    "def loss(params, frequencies, spectrum):\n",
    "    f1, s1, a1 = params\n",
    "    approx = morlet_spectrum(frequencies, f1, s1, a1)\n",
    "    return np.mean((spectrum - approx) ** 2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [],
   "source": [
    "# результатом служат 3 параметра:\n",
    "# f - массив частот от 0 до частоты Найквиста (500 / 2 = 250 Гц)\n",
    "# t_stft - временные точки центральные для каждого окна\n",
    "# Zxx - матрица размером f на t_stft комплекных предствалнений спектра (амплитуды и фазового сдвига)\n",
    "len_window = fs * 25\n",
    "f, t_stft, Zxx = sg.stft(ppg_denoised, fs, nperseg=len_window)\n",
    "spectrogram = np.abs(Zxx)  # переводим в амплитудное представление спектрограммы\n",
    "\n",
    "f_low = np.linspace(0.04, 0.15, 50)\n",
    "f_high = np.linspace(0.15, 0.4, 50)\n",
    "\n",
    "optimal_params_low = []\n",
    "optimal_params_high = []\n",
    "\n",
    "freq_min_low = np.min(f_low)  \n",
    "freq_max_low = np.max(f_low)   \n",
    "freq_min_high = np.min(f_high)  \n",
    "freq_max_high = np.max(f_high)   \n",
    "\n",
    "scale_min_low = 1 / freq_max_low\n",
    "scale_max_low = 1 / freq_min_low   \n",
    "scale_min_high = 1 / freq_max_high\n",
    "scale_max_high = 1 / freq_min_high  \n",
    "\n",
    "amplitude_min = 0.01\n",
    "amplitude_max = 1\n",
    "\n",
    "# Границы для оптимизации\n",
    "low_bounds = [\n",
    "    (freq_min_low, freq_max_low),  # Частота (например, по спектру)\n",
    "    (scale_min_low, scale_max_low),  # Масштаб, зависящий от частоты\n",
    "    (amplitude_min, amplitude_max),  # Амплитуда\n",
    "]\n",
    "high_bounds = [\n",
    "    (freq_min_high, freq_max_high),  # Частота (например, по спектру)\n",
    "    (scale_min_high, scale_max_high),  # Масштаб, зависящий от частоты\n",
    "    (amplitude_min, amplitude_max),  # Амплитуда\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Оптимизация завершена!\n"
     ]
    }
   ],
   "source": [
    "# цикл с колличеством итераций по колличество полученных окон\n",
    "for i in range(spectrogram.shape[1]): \n",
    "    spectrum = spectrogram[:, i]  # достаем спектр из i-ого окна\n",
    "\n",
    "    # применяем оптимизацию алгоритма дифференциальной эволюции для трех наших параметров каждого вейвлета (3х3)\n",
    "    result = opt.differential_evolution(loss, low_bounds, args=(f, spectrum), strategy='best1bin')\n",
    "    optimal_params_low.append(result.x)\n",
    "    result = opt.differential_evolution(loss, high_bounds, args=(f, spectrum), strategy='best1bin')\n",
    "    optimal_params_high.append(result.x)\n",
    "    \n",
    "print(\"Оптимизация завершена!\")\n",
    "\n",
    "low_ampl_param = []\n",
    "high_ampl_param = []\n",
    "\n",
    "for i in range(0, len(optimal_params_low)):\n",
    "    low_ampl_param.append(optimal_params_low[i][2])\n",
    "    # print(f'Оптимальные параметры для окна LF №{i+1} : amplitude -> {optimal_params_low[i][2]};\\n')\n",
    "\n",
    "for i in range(0, len(optimal_params_high)):\n",
    "    high_ampl_param.append(optimal_params_high[i][2])\n",
    "    # print(f'Оптимальные параметры для окна HF №{i+1} : amplitude -> {optimal_params_high[i][2]};\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [],
   "source": [
    "scale_min_low = 0.0001\n",
    "scale_max_low = 1 \n",
    "scale_min_high = 0.0001\n",
    "scale_max_high = 1  \n",
    "\n",
    "amplitude_min = 0.001\n",
    "\n",
    "# Границы для оптимизации\n",
    "low_bounds = [\n",
    "    (freq_min_low, freq_max_low),  # Частота (например, по спектру)\n",
    "    (scale_min_low, scale_max_low),  # Масштаб, зависящий от частоты\n",
    "    (amplitude_min, amplitude_max),  # Амплитуда\n",
    "]\n",
    "high_bounds = [\n",
    "    (freq_min_high, freq_max_high),  # Частота (например, по спектру)\n",
    "    (scale_min_high, scale_max_high),  # Масштаб, зависящий от частоты\n",
    "    (amplitude_min, amplitude_max),  # Амплитуда\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Оптимизация завершена!\n"
     ]
    }
   ],
   "source": [
    "optimal_params_low.clear()\n",
    "optimal_params_high.clear()\n",
    "\n",
    "# цикл с колличеством итераций по колличество полученных окон\n",
    "for i in range(spectrogram.shape[1]): \n",
    "    spectrum = spectrogram[:, i]  # достаем спектр из i-ого окна\n",
    "\n",
    "    # применяем оптимизацию алгоритма дифференциальной эволюции для трех наших параметров каждого вейвлета (3х3)\n",
    "    result = opt.differential_evolution(loss, low_bounds, args=(f, spectrum), strategy='best1bin')\n",
    "    optimal_params_low.append(result.x)\n",
    "    result = opt.differential_evolution(loss, high_bounds, args=(f, spectrum), strategy='best1bin')\n",
    "    optimal_params_high.append(result.x)\n",
    "    \n",
    "print(\"Оптимизация завершена!\")\n",
    "\n",
    "low_scale_param = []\n",
    "high_scale_param = []\n",
    "\n",
    "for i in range(0, len(optimal_params_low)):\n",
    "    low_scale_param.append(optimal_params_low[i][1])\n",
    "    # print(f'Оптимальные параметры для окна LF №{i+1} : amplitude -> {optimal_params_low[i][1]};\\n')\n",
    "\n",
    "for i in range(0, len(optimal_params_high)):\n",
    "    high_scale_param.append(optimal_params_high[i][1])\n",
    "    # print(f'Оптимальные параметры для окна HF №{i+1} : amplitude -> {optimal_params_high[i][1]};\\n')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Результаты:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[np.float64(0.9386925352871183),\n",
       " np.float64(0.4419177691933455),\n",
       " np.float64(0.43996133311225477),\n",
       " np.float64(0.4380856252323764),\n",
       " np.float64(0.43887072978479674),\n",
       " np.float64(0.4384372833287137),\n",
       " np.float64(0.4392048366073685),\n",
       " np.float64(0.4380847346985014),\n",
       " np.float64(0.4387071435934936),\n",
       " np.float64(0.44105862946854413),\n",
       " np.float64(0.439232249179784),\n",
       " np.float64(0.44090170341209833),\n",
       " np.float64(0.4375851325911952),\n",
       " np.float64(0.44081476291155397),\n",
       " np.float64(0.4392179853599866),\n",
       " np.float64(0.4386348648146995),\n",
       " np.float64(0.4395819955530937),\n",
       " np.float64(0.4392240627944688),\n",
       " np.float64(0.4385172657293537),\n",
       " np.float64(0.43969941766881093),\n",
       " np.float64(0.4391638458644704),\n",
       " np.float64(0.43718433735179313),\n",
       " np.float64(0.4377042202078082),\n",
       " np.float64(0.44068492980890506),\n",
       " np.float64(0.9323172105743606)]"
      ]
     },
     "execution_count": 176,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "low_ampl_param\n",
    "high_ampl_param\n",
    "low_scale_param\n",
    "high_scale_param"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### END - тут наброски из гпт-шки"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pywt\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Создаем пример сигнала (например, синусоиды с разными частотами)\n",
    "fs = 1000  # Частота дискретизации (Гц)\n",
    "t = np.linspace(0, 1, fs, endpoint=False)  # Временная ось (1 секунда)\n",
    "signal = (np.sin(2 * np.pi * 5 * t) +  # Низкочастотная компонента (5 Гц)\n",
    "          0.5 * np.sin(2 * np.pi * 50 * t) +  # Высокочастотная компонента (50 Гц)\n",
    "          np.random.normal(0, 0.1, len(t)))  # Добавляем шум\n",
    "\n",
    "# Параметры для анализа\n",
    "wavelet = 'db4'  # Вейвлет Добеши 4-го порядка\n",
    "levels = 6       # Количество уровней декомпозиции\n",
    "\n",
    "# Выполняем вейвлет-преобразование\n",
    "coeffs = pywt.wavedec(signal, wavelet, level=levels)\n",
    "\n",
    "# Частотные диапазоны для LF и HF\n",
    "lf_range = (0.04, 0.15)  # LF: 0.04 - 0.15 Гц\n",
    "hf_range = (0.15, 0.4)   # HF: 0.15 - 0.4 Гц\n",
    "\n",
    "# Вычисляем частотные диапазоны для каждого уровня декомпозиции\n",
    "freqs = np.array([fs / (2 ** (i + 1)) for i in range(levels + 1)])\n",
    "\n",
    "# Выделяем коэффициенты, соответствующие LF и HF\n",
    "lf_coeffs = []\n",
    "hf_coeffs = []\n",
    "\n",
    "for i, coeff in enumerate(coeffs):\n",
    "    if freqs[i] >= lf_range[0] and freqs[i] <= lf_range[1]:\n",
    "        lf_coeffs.append(coeff)  # LF-компонента\n",
    "    elif freqs[i] >= hf_range[0] and freqs[i] <= hf_range[1]:\n",
    "        hf_coeffs.append(coeff)  # HF-компонента\n",
    "    else:\n",
    "        # Обнуляем коэффициенты вне интересующих нас диапазонов\n",
    "        coeffs[i] = np.zeros_like(coeff)\n",
    "\n",
    "# Восстанавливаем сигналы для LF и HF\n",
    "lf_signal = pywt.waverec(lf_coeffs, wavelet)\n",
    "hf_signal = pywt.waverec(hf_coeffs, wavelet)\n",
    "\n",
    "# Обрезаем сигналы до исходной длины (из-за граничных эффектов)\n",
    "lf_signal = lf_signal[:len(signal)]\n",
    "hf_signal = hf_signal[:len(signal)]\n",
    "\n",
    "# Визуализация\n",
    "plt.figure(figsize=(12, 8))\n",
    "\n",
    "# Исходный сигнал\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.plot(t, signal, label='Исходный сигнал')\n",
    "plt.title('Исходный сигнал')\n",
    "plt.xlabel('Время (с)')\n",
    "plt.ylabel('Амплитуда')\n",
    "plt.legend()\n",
    "\n",
    "# LF-компонента\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.plot(t, lf_signal, label='LF-компонента (0.04-0.15 Гц)', color='orange')\n",
    "plt.title('LF-компонента')\n",
    "plt.xlabel('Время (с)')\n",
    "plt.ylabel('Амплитуда')\n",
    "plt.legend()\n",
    "\n",
    "# HF-компонента\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.plot(t, hf_signal, label='HF-компонента (0.15-0.4 Гц)', color='green')\n",
    "plt.title('HF-компонента')\n",
    "plt.xlabel('Время (с)')\n",
    "plt.ylabel('Амплитуда')\n",
    "plt.legend()\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pywt\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Загрузка PPG сигнала (например, из файла wav)\n",
    "# Для демонстрации используем синтетический сигнал\n",
    "# Замените это на загрузку вашего PPG сигнала\n",
    "fs = 256  # Частота дискретизации\n",
    "t = np.linspace(0, 10, fs * 10)  # Время 10 секунд\n",
    "ppg_signal = np.sin(2 * np.pi * 1 * t) + 0.5 * np.sin(2 * np.pi * 10 * t)  # Простой синусоидальный сигнал\n",
    "\n",
    "# Применяем вейвлет-преобразование для анализа LF и HF\n",
    "# Используем Daubechies 2 (для LF) и Daubechies 6 (для HF)\n",
    "coeffs_LF = pywt.wavedec(ppg_signal, 'db2', level=5)  # Для LF используем Daubechies 2\n",
    "coeffs_HF = pywt.wavedec(ppg_signal, 'db6', level=5)  # Для HF используем Daubechies 6\n",
    "\n",
    "# Визуализация спектрограммы\n",
    "fig, axes = plt.subplots(3, 1, figsize=(10, 8))\n",
    "\n",
    "# Исходный сигнал\n",
    "axes[0].plot(t, ppg_signal)\n",
    "axes[0].set_title('Original PPG Signal')\n",
    "axes[0].set_xlabel('Time (s)')\n",
    "axes[0].set_ylabel('Amplitude')\n",
    "\n",
    "# Вейвлет-представление для LF (низкочастотных) компонент\n",
    "cA_LF = coeffs_LF[0]  # Approximation coefficients (низкие частоты)\n",
    "axes[1].plot(np.linspace(0, len(cA_LF) / fs, len(cA_LF)), cA_LF)\n",
    "axes[1].set_title('Low-Frequency Component (LF) - Daubechies 2')\n",
    "axes[1].set_xlabel('Time (s)')\n",
    "axes[1].set_ylabel('Amplitude')\n",
    "\n",
    "# Вейвлет-представление для HF (высокочастотных) компонент\n",
    "cA_HF = coeffs_HF[0]  # Approximation coefficients (высокие частоты)\n",
    "axes[2].plot(np.linspace(0, len(cA_HF) / fs, len(cA_HF)), cA_HF)\n",
    "axes[2].set_title('High-Frequency Component (HF) - Daubechies 6')\n",
    "axes[2].set_xlabel('Time (s)')\n",
    "axes[2].set_ylabel('Amplitude')\n",
    "\n",
    "# Показать графики\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pywt\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def wavelet_cwt_analysis(ppg_signal, fs=256, wavelet='morl'):\n",
    "    # Определяем диапазоны частот (LF: 0.04–0.15 Гц, HF: 0.15–0.4 Гц)\n",
    "    freqs = np.linspace(0.04, 0.4, 50)  # 50 частот от 0.04 до 0.4 Гц\n",
    "    scales = pywt.frequency2scale(wavelet, freqs / fs)  # Конвертируем частоты в масштабы\n",
    "\n",
    "    # CWT-анализ\n",
    "    coeffs, _ = pywt.cwt(ppg_signal, scales, wavelet)\n",
    "\n",
    "    # Приводим частоты к масштабу индексов CWT\n",
    "    lf_idx = np.where((freqs >= 0.04) & (freqs <= 0.15))[0]\n",
    "    hf_idx = np.where((freqs >= 0.15) & (freqs <= 0.4))[0]\n",
    "\n",
    "    # Извлекаем низкочастотный (LF) и высокочастотный (HF) компоненты\n",
    "    lf_component = np.mean(np.abs(coeffs[lf_idx, :]), axis=0)\n",
    "    hf_component = np.mean(np.abs(coeffs[hf_idx, :]), axis=0)\n",
    "\n",
    "    # Энергия сигналов\n",
    "    lf_power = np.sum(lf_component ** 2)\n",
    "    hf_power = np.sum(hf_component ** 2)\n",
    "\n",
    "    # Отношение LF/HF\n",
    "    lf_hf_ratio = lf_power / hf_power if hf_power != 0 else np.nan\n",
    "\n",
    "    return lf_hf_ratio, lf_component, hf_component, coeffs, freqs\n",
    "\n",
    "# === Пример использования ===\n",
    "fs = 256  # Частота дискретизации PPG\n",
    "lf_hf, lf_signal, hf_signal, coeffs, freqs = wavelet_cwt_analysis(ppg_denoised, fs)\n",
    "\n",
    "# === Визуализация ===\n",
    "plt.figure(figsize=(10, 8))\n",
    "\n",
    "# Оригинальный PPG\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.plot(ppg_denoised, label=\"Оригинальный PPG\", alpha=0.75)\n",
    "plt.legend()\n",
    "\n",
    "# Спектрограмма CWT\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.imshow(np.abs(coeffs), aspect='auto', extent=[0, len(ppg_denoised) / fs, freqs.min(), freqs.max()], cmap='jet', origin='lower')\n",
    "plt.colorbar(label=\"Амплитуда\")\n",
    "plt.ylabel(\"Частота (Гц)\")\n",
    "plt.title(\"Вейвлет-спектрограмма CWT\")\n",
    "\n",
    "# LF и HF компоненты\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.plot(lf_signal, label=\"LF (0.04-0.15 Гц)\", color='green')\n",
    "plt.plot(hf_signal, label=\"HF (0.15-0.4 Гц)\", color='red', alpha=0.7)\n",
    "plt.legend()\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "print(f\"Отношение LF/HF: {lf_hf:.3f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Определение диапазонов LF и HF\n",
    "# lf_range = (0.04, 0.15)  # LF диапазон\n",
    "# hf_range = (0.15, 0.4)   # HF диапазон\n",
    "\n",
    "# # Нахождение индексов для LF и HF\n",
    "# lf_indices = np.where((f >= lf_range[0]) & (f <= lf_range[1]))[0]\n",
    "# hf_indices = np.where((f >= hf_range[0]) & (f <= hf_range[1]))[0]\n",
    "\n",
    "# # Извлечение подмассивов для LF и HF\n",
    "# lf_spectrogram = spectrogram[lf_indices, :]\n",
    "# hf_spectrogram = spectrogram[hf_indices, :]\n",
    "\n",
    "# # Вывод результатов\n",
    "# print(\"Индексы LF:\", lf_indices)\n",
    "# print(\"Индексы HF:\", hf_indices)\n",
    "# print(\"Форма LF спектрограммы:\", lf_spectrogram.shape)\n",
    "# print(\"Форма HF спектрограммы:\", hf_spectrogram.shape)"
   ]
  }
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